Vision-language generative AI has demonstrated remarkable promise for empowering cross-
modal scene understanding of autonomous driving and high-definition (HD) map systems …

Intelligent vehicles and autonomous driving systems rely on scenario engineering for
intelligence and index (I&I), calibration and certification (C&C), and verification and …

In the field of graphic design, automating the integration of design elements into a cohesive
multi-layered artwork not only boosts productivity but also paves the way for the …

The advances in multimodal large language models (MLLMs) have led to growing interests
in LLM-based autonomous driving agents to leverage their strong reasoning capabilities …

The autonomous driving industry is increasingly adopting end-to-end learning from sensory
inputs to minimize human biases in system design. Traditional end-to-end driving models …

End-to-end autonomous driving has drawn tremendous attention recently. Many works focus
on using modular deep neural networks to construct the end-to-end architecture. However …